Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 July 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Aurora over the 6 months to 24 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
England > London
6 months to
24 Jul 2021		 Same period 2020 Same period 2019
Rank 369 542 647
Rank change year-on-year +173 +105 +157
Permanent jobs citing Amazon Aurora 373 31 109
As % of all permanent jobs advertised in London 0.83% 0.11% 0.19%
As % of the Database & Business Intelligence category 2.59% 0.37% 0.65%
Number of salaries quoted 189 25 100
10th Percentile £75,000 £55,000 £57,500
25th Percentile £87,500 £63,750 £60,000
Median annual salary (50th Percentile) £95,000 £75,000 £75,000
Median % change year-on-year +26.67% - +11.11%
75th Percentile £132,500 £100,000 £87,500
90th Percentile £133,250 £103,000 £101,000
England median annual salary £95,000 £72,500 £70,000
% change year-on-year +31.03% +3.57% +16.67%

Amazon Aurora is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 14,374 8,318 16,700
As % of all permanent IT jobs advertised in London 31.91% 28.27% 29.00%
Number of salaries quoted 8,721 6,764 14,090
10th Percentile £44,000 £41,250 £38,500
25th Percentile £52,500 £51,250 £48,000
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £88,750 £85,000 £82,500
90th Percentile £105,000 £101,250 £95,000
England median annual salary £57,000 £55,000 £52,500
% change year-on-year +3.64% +4.76% +5.00%

Amazon Aurora
Job Vacancy Trend in London

Job postings citing Amazon Aurora as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon Aurora in London

Amazon Aurora
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon Aurora in London.

Salary trend for Amazon Aurora in London

Amazon Aurora
Salary Histogram in London

Salary distribution for jobs citing Amazon Aurora in London over the 6 months to 24 July 2021.

Salary histogram for Amazon Aurora in London

Amazon Aurora
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Aurora within the London region over the 6 months to 24 July 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London +14 18 £82,500 +22.22% 5
South London -4 6 £60,000 -17.24% 1
West London - 1 £67,500 - 1
Amazon Aurora
England

For the 6 months to 24 July 2021, IT jobs citing Amazon Aurora also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Amazon Aurora.

1 339 (90.88%) AWS
2 280 (75.07%) Agile Software Development
3 249 (66.76%) Microservices
4 247 (66.22%) Software Engineering
5 237 (63.54%) Serverless
6 231 (61.93%) Python
7 218 (58.45%) Java
8 215 (57.64%) Finance
9 208 (55.76%) AWS Lambda
10 178 (47.72%) SQL
11 171 (45.84%) Amazon EC2
12 168 (45.04%) Web Services
13 167 (44.77%) MySQL
14 165 (44.24%) Banking
15 162 (43.43%) Docker
16 148 (39.68%) Hedge funds
16 148 (39.68%) Investment Management
16 148 (39.68%) Asset Management
17 144 (38.61%) Data Management
17 144 (38.61%) React
18 137 (36.73%) PostgreSQL
19 135 (36.19%) Amazon ECS
20 133 (35.66%) gRPC
21 128 (34.32%) Pricing Data
21 128 (34.32%) Project Delivery
21 128 (34.32%) Enterprise Data Management
22 121 (32.44%) JavaScript
23 114 (30.56%) Kubernetes
24 112 (30.03%) Git (software)
25 111 (29.76%) SQL Server

Amazon Aurora
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 28 (7.51%) Elasticsearch
2 27 (7.24%) Apache Spark
3 20 (5.36%) Apache Airflow
4 8 (2.14%) Confluence
5 5 (1.34%) Apache
6 4 (1.07%) CMS
7 3 (0.80%) Drupal
7 3 (0.80%) WordPress
8 1 (0.27%) Adobe Experience Manager
8 1 (0.27%) IIS
8 1 (0.27%) nginx
Applications
1 1 (0.27%) Adobe Creative Suite
1 1 (0.27%) Figma
Cloud Services
1 339 (90.88%) AWS
2 237 (63.54%) Serverless
3 208 (55.76%) AWS Lambda
4 171 (45.84%) Amazon EC2
5 135 (36.19%) Amazon ECS
6 53 (14.21%) Amazon S3
7 45 (12.06%) GitHub
8 43 (11.53%) GCP
9 37 (9.92%) AWS CloudFormation
10 33 (8.85%) Azure
11 28 (7.51%) Amazon Cognito
11 28 (7.51%) SaaS
12 26 (6.97%) Datadog
13 16 (4.29%) Basecamp
13 16 (4.29%) Cloud Computing
13 16 (4.29%) Heroku
14 13 (3.49%) Amazon Kinesis
14 13 (3.49%) PaaS
15 11 (2.95%) Amazon SQS
16 10 (2.68%) AWS Step Functions
Communications & Networking
1 62 (16.62%) HTTP
2 5 (1.34%) DNS
3 1 (0.27%) ATM
3 1 (0.27%) Reverse Proxy
3 1 (0.27%) TCP/IP
Database & Business Intelligence
1 167 (44.77%) MySQL
2 137 (36.73%) PostgreSQL
3 111 (29.76%) SQL Server
4 81 (21.72%) Redis
5 80 (21.45%) Amazon Athena
6 77 (20.64%) Relational Database
7 70 (18.77%) NoSQL
7 70 (18.77%) RDBMS
8 45 (12.06%) Amazon DynamoDB
9 42 (11.26%) Amazon RDS
9 42 (11.26%) Amazon Redshift
10 27 (7.24%) MongoDB
10 27 (7.24%) Presto
11 13 (3.49%) OLTP
12 7 (1.88%) Data Warehouse
13 6 (1.61%) Big Data
13 6 (1.61%) Hadoop
14 4 (1.07%) Metadata
15 3 (0.80%) Data Lake
16 2 (0.54%) Data Vault
Development Applications
1 112 (30.03%) Git (software)
2 53 (14.21%) GitLab
3 48 (12.87%) JIRA
4 32 (8.58%) Jenkins
5 28 (7.51%) Selenium
6 27 (7.24%) webpack
7 26 (6.97%) Log4Net
7 26 (6.97%) NUnit
7 26 (6.97%) SpecFlow
8 21 (5.63%) Babel
9 17 (4.56%) Bitbucket
10 16 (4.29%) Capybara
10 16 (4.29%) Cypress.io
10 16 (4.29%) Pivotal Tracker
10 16 (4.29%) RSpec
11 12 (3.22%) Atlassian Bamboo
12 10 (2.68%) CircleCI
13 7 (1.88%) Jasmine
14 6 (1.61%) ERwin
14 6 (1.61%) PowerDesigner
General
1 215 (57.64%) Finance
2 165 (44.24%) Banking
3 41 (10.99%) Analytical Skills
4 26 (6.97%) Marketing
5 20 (5.36%) Billing
5 20 (5.36%) Front Office
6 19 (5.09%) Social Skills
7 8 (2.14%) Retail
8 4 (1.07%) Advertising
9 3 (0.80%) Public Sector
10 1 (0.27%) Organisational Skills
Job Titles
1 202 (54.16%) Software Engineer
2 191 (51.21%) Developer
3 129 (34.58%) AWS Engineer
4 128 (34.32%) AWS Software Engineer
5 124 (33.24%) Developer/Software Engineer
6 107 (28.69%) AWS Developer
7 92 (24.66%) Python Engineer
8 78 (20.91%) Python Software Engineer
9 74 (19.84%) Java Engineer
10 70 (18.77%) Java Software Engineer
11 68 (18.23%) Programmer
11 68 (18.23%) Software Programmer
12 66 (17.69%) Python Developer
13 61 (16.35%) Java Developer
14 58 (15.55%) Java Software Developer
15 44 (11.80%) Senior Software Engineer
16 37 (9.92%) Senior Developer
17 34 (9.12%) Java Programmer
17 34 (9.12%) Python Programmer
18 31 (8.31%) .NET Developer
Libraries, Frameworks & Software Standards
1 168 (45.04%) Web Services
2 144 (38.61%) React
3 133 (35.66%) gRPC
4 87 (23.32%) Kafka
5 67 (17.96%) Node.js
6 58 (15.55%) Vue.js
7 51 (13.67%) AngularJS
8 46 (12.33%) RabbitMQ
8 46 (12.33%) React Native
9 44 (11.80%) J2EE
10 39 (10.46%) .NET
11 37 (9.92%) .NET Core
12 36 (9.65%) CSS
12 36 (9.65%) HTML
13 29 (7.77%) JSON
14 28 (7.51%) REST
15 26 (6.97%) ASP.NET Web API
15 26 (6.97%) Redux
15 26 (6.97%) SignalR
15 26 (6.97%) XML
Miscellaneous
1 148 (39.68%) Hedge funds
2 128 (34.32%) Pricing Data
3 28 (7.51%) User Experience
4 20 (5.36%) Credit Risk
4 20 (5.36%) Derivative
4 20 (5.36%) Fixed Income
5 16 (4.29%) Cloud Native
6 14 (3.75%) Enterprise Software
7 7 (1.88%) Greenfield Project
8 6 (1.61%) CMDB
9 5 (1.34%) Legacy Systems
10 4 (1.07%) Client/Server
10 4 (1.07%) Data Centre
10 4 (1.07%) Data Structures
11 2 (0.54%) Mobile App
Operating Systems
1 16 (4.29%) Unix
2 9 (2.41%) Linux
3 3 (0.80%) Android
3 3 (0.80%) Apple iOS
3 3 (0.80%) Windows
Processes & Methodologies
1 280 (75.07%) Agile Software Development
2 249 (66.76%) Microservices
3 247 (66.22%) Software Engineering
4 148 (39.68%) Asset Management
4 148 (39.68%) Investment Management
5 144 (38.61%) Data Management
6 128 (34.32%) Enterprise Data Management
6 128 (34.32%) Project Delivery
7 92 (24.66%) Test Automation
8 70 (18.77%) TDD
9 59 (15.82%) Analytics
10 56 (15.01%) Pair Programming
11 51 (13.67%) Data Analytics
11 51 (13.67%) Data Science
12 49 (13.14%) BDD
12 49 (13.14%) Continuous Integration
13 48 (12.87%) Artificial Intelligence
14 47 (12.60%) DevOps
15 42 (11.26%) Continuous Delivery
16 38 (10.19%) High Availability
Programming Languages
1 231 (61.93%) Python
2 218 (58.45%) Java
3 178 (47.72%) SQL
4 121 (32.44%) JavaScript
5 58 (15.55%) PHP
6 39 (10.46%) C#
7 28 (7.51%) PowerShell
8 26 (6.97%) Groovy
9 21 (5.63%) Scala
9 21 (5.63%) TypeScript
10 20 (5.36%) Kotlin
11 17 (4.56%) Ruby
12 13 (3.49%) PHP 7
13 9 (2.41%) ES6
14 8 (2.14%) Go
14 8 (2.14%) PHP 5
15 2 (0.54%) Bash Shell
15 2 (0.54%) C++
15 2 (0.54%) Objective-C
15 2 (0.54%) PL/SQL
Qualifications
1 13 (3.49%) SC Cleared
1 13 (3.49%) Security Cleared
2 12 (3.22%) Degree
2 12 (3.22%) Master's Degree
3 5 (1.34%) DBS Check
4 2 (0.54%) AWS Certification
4 2 (0.54%) Computer Science Degree
Quality Assurance & Compliance
1 74 (19.84%) QA
2 4 (1.07%) Data Quality
System Software
1 162 (43.43%) Docker
Systems Management
1 114 (30.56%) Kubernetes
2 65 (17.43%) Terraform
3 52 (13.94%) Ansible
4 32 (8.58%) Grafana
5 27 (7.24%) Istio
6 26 (6.97%) Graphite
6 26 (6.97%) Graylog
6 26 (6.97%) Opsgenie
7 5 (1.34%) Packer
7 5 (1.34%) Pingdom
8 1 (0.27%) Consul
8 1 (0.27%) Opscode Chef
8 1 (0.27%) Prometheus
8 1 (0.27%) Puppet
8 1 (0.27%) Salt
Vendors
1 78 (20.91%) Oracle
2 68 (18.23%) Sybase
3 26 (6.97%) Google
4 15 (4.02%) Samsung
5 8 (2.14%) BT
6 7 (1.88%) GoldenSource
7 6 (1.61%) Databricks
8 5 (1.34%) Apple
8 5 (1.34%) New Relic
8 5 (1.34%) PagerDuty
9 3 (0.80%) IBM
9 3 (0.80%) Netlify
10 2 (0.54%) Adobe
10 2 (0.54%) OutSystems
11 1 (0.27%) Microsoft